from plotly.offline import init_notebook_mode, plot, iplot
import plotly as py
init_notebook_mode(connected=True)
import plotly.graph_objs as go
import warnings
warnings.filterwarnings("ignore")
import os
jours = [each for each in list(df_a.jour.unique())] #Tous les jours du DF
Bateaux = [str(each) for each in list(df_a.Bateau.unique())]
Skippers = [str(each) for each in list(df_a.Skipper.unique())]
figure = {
'data': [],
'layout': {},
'frames': []
}
figure['layout']['geo'] = dict(projection_type="orthographic",showframe=False, showland=True, showcoastlines=True, showcountries=True,
countrywidth=1,
landcolor = 'rgb(217, 217, 217)',
subunitwidth=1,
showlakes = True,
lakecolor = 'rgb(255, 255, 255)',
countrycolor="rgb(5, 5, 5)")
figure['layout']['hovermode'] = 'closest'
figure['layout']['sliders'] = {
'args': [
'transition', {
'duration': 400,
'easing': 'cubic-in-out'
}
],
'initialValue': '2020-11-08',
'plotlycommand': 'animate',
'values': jours,
'visible': True
}
figure['layout']['updatemenus'] = [
{
'buttons': [
{
'args': [None, {'frame': {'duration': 500, 'redraw': True},
'fromcurrent': True, 'transition': {'duration': 300, 'easing': 'quadratic-in-out'}}],
'label': 'Play',
'method': 'animate'
},
{
'args': [[None], {'frame': {'duration': 0, 'redraw': True}, 'mode': 'immediate',
'transition': {'duration': 0}}],
'label': 'Pause',
'method': 'animate'
}
],
'direction': 'left',
'pad': {'r': 10, 't': 87},
'showactive': False,
'type': 'buttons',
'x': 0.1,
'xanchor': 'right',
'y': 0,
'yanchor': 'top'
}
]
sliders_dict = {
'active': 0,
'yanchor': 'top',
'xanchor': 'left',
'currentvalue': {
'font': {'size': 20},
'prefix': 'Jour:',
'visible': True,
'xanchor': 'right'
},
'transition': {'duration': 300, 'easing': 'cubic-in-out'},
'pad': {'b': 10, 't': 50},
'len': 0.9,
'x': 0.1,
'y': 0,
'steps': []
}
jour = dt.datetime(2020,11,8)
for ba in Bateaux:
dataset_by_jour = df_a[df_a['jour'] == jour]
dataset_by_jour_and_bateau = dataset_by_jour[dataset_by_jour['Bateau'] == ba]
data_dict = dict(
type='scattergeo',
lon = dataset_by_jour_and_bateau['Longitude'],
lat = dataset_by_jour_and_bateau['Latitude'],
hoverinfo = 'text',
text = ba,
mode = 'markers',
marker=dict(
sizemode = 'area',
sizeref = 1,
size= 10 ,
line = dict(width=1,color = "white"),
#color = custom_colors[ty],
opacity = 0.7),
)
figure['data'].append(data_dict)
# Stockage des données par jour
for jour in jours:
frame = {'data': [], 'name': str(jour)}
for ba in Bateaux:
dataset_by_jour = df_a[df_a['jour'] == jour]
dataset_by_jour_and_bateau = dataset_by_jour[dataset_by_jour['Bateau'] == ba]
data_dict = dict(
type='scattergeo',
lon = dataset_by_jour_and_bateau['Longitude'],
lat = dataset_by_jour_and_bateau['Latitude'],
hoverinfo = 'text',
text = ba + ' rang = ' + str(dataset_by_jour_and_bateau['Rang'].values) ,
mode = 'markers',
marker=dict(
sizemode = 'area',
sizeref = 1,
size= 10 ,
line = dict(width=1,color = "white"),
#color = custom_colors[ty],
opacity = 0.7),
name = ba
)
frame['data'].append(data_dict)
figure['frames'].append(frame)
slider_step = {'args': [
[jour],
{'frame': {'duration': 300, 'redraw': True},
'mode': 'immediate',
'transition': {'duration': 300}}
],
'label': str(jour),
'method': 'animate'}
sliders_dict['steps'].append(slider_step)
figure["layout"]["autosize"]= True
figure["layout"]["title"] = "Vendée Globe : The Race"
figure['layout']['sliders'] = [sliders_dict]
iplot(figure)
